Training algorithm design and weight convergence analysis for discrete-time recurrent neural networks

• المؤلف الرئيسي: Xu, Zhao
• مؤلفون آخرون: Song Qing
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/53454

Recurrent neural networks (RNNs) have become an important study subject in the field of neural networks due to the remarkable developments in both theoretical research and practical applications. RNNs contain feedback loops in the structures which make them much more powerful in dynamical modeling o...